Search Results - decoding (algorithmics OR (algorithm OR algorithm))

Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation by Cheng, Long, Zhao, Ritchie, Liu, Timmy, Li, Mindy, Qiao, Xianjie, Duan, Kefeng, Chen, Yu-Jung, Chen, Xiaoming, Rouhani, Bita Darvish, Yang, June

Table of Contents: “…Sparse-attention decoders rely on exact Top-K selection to choose the most important key-value…”
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VeriCache: Turning Lossy KV Cache into Lossless LLM Inference by Yao, Jiayi, Shen, Samuel, Du, Kuntai, Feng, Shaoting, Seo, Dongjoo, Zhang, Rui, Huang, Yuyang, Liu, Yuhan, Lu, Shan, Jiang, Junchen

Table of Contents: “… the high decoding throughput of a range of KV cache compression algorithms. VeriCache uses the compressed…”
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Implementation and Optimization of HQC Decoding on NPU-Integrated Devices by Chau, Vu Minh, Kiet, Nguyen Ngoc, Minh, Pham Quang, Ngoc, Mai Xuan, Anh, Nguyen Duc, Ta, Hoang

Table of Contents: “…-based key-encapsulation mechanism, providing algorithmic diversity alongside lattice-based post-quantum…”
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FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface by Mane, Ravikiran, Chew, Effie, Chua, Karen, Ang, Kai Keng, Robinson, Neethu, Vinod, A. P., Lee, Seong-Whan, Guan, Cuntai

Table of Contents: “… by Motor Imagery (MI) decoding algorithms for electroencephalogram (EEG) based Brain-Computer Interface…”
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TOFU: Towards Obfuscated Federated Updates by Encoding Weight Updates into Gradients from Proxy Data by Garg, Isha, Nagaraj, Manish, Roy, Kaushik

Table of Contents: “… and privacy, we propose TOFU, a novel algorithm which generates proxy data that encodes the weight updates…”
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Best Arm Identification Based Beam Acquisition in Stationary and Abruptly Changing Environments by Ghatak, Gourab

Table of Contents: “… propose a novel algorithm called concurrent beam exploration, CBE, in which multiple beams are grouped…”
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Masked Transformer for Electrocardiogram Classification by Zhou, Ya, Diao, Xiaolin, Huo, Yanni, Liu, Yang, Fan, Xiaohan, Zhao, Wei

Table of Contents: “…. With the advent of advanced algorithms, various deep learning models have been adopted for ECG tasks. However…”
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Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis by Bonazzi, Pietro, Li, Yawei, Bian, Sizhen, Magno, Michele

Table of Contents: “… present "Q-Segment", a quantized real-time segmentation algorithm, and conduct a comprehensive evaluation…”
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JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models by Fisher, Jillian, Lu, Ximing, Jung, Jaehun, Jiang, Liwei, Harchaoui, Zaid, Choi, Yejin

Table of Contents: “…, a user-controlled, inference-time algorithm for authorship obfuscation that can be in principle…”
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Demystifying the Physics of Deep Reinforcement Learning-Based Autonomous Vehicle Decision-Making by Wan, Hanxi, Li, Pei, Kusari, Arpan

Table of Contents: “… in AVs. Therefore, in this research work, we try to decode the knowledge learnt by the attention-based…”
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LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale by Cho, Jaehong, Kim, Minsu, Choi, Hyunmin, Heo, Guseul, Park, Jongse

Table of Contents: “… (LLM) inference serving systems. These efforts not only include innovations in the algorithm…”
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A Deep Generative Learning Approach for Two-stage Adaptive Robust Optimization by Brenner, Aron, Khorramfar, Rahman, Sun, Jennifer, Amin, Saurabh

Table of Contents: “…. In this work, we introduce AGRO, a solution algorithm that performs adversarial generation for two-stage…”
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MixNet: Joining Force of Classical and Modern Approaches Toward the Comprehensive Pipeline in Motor Imagery EEG Classification by Autthasan, Phairot, Chaisaen, Rattanaphon, Phan, Huy, De Vos, Maarten, Wilaiprasitporn, Theerawit

Table of Contents: “…-computer interface (BCI) systems, enhancing the decoding of electroencephalography (EEG) signals. However…”
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Hardware Acceleration of Kolmogorov-Arnold Network (KAN) for Lightweight Edge Inference by Huang, Wei-Hsing, Jia, Jianwei, Kong, Yuyao, Waqar, Faaiq, Wen, Tai-Hao, Chang, Meng-Fan, Yu, Shimeng

Table of Contents: “…, MUXs, decoders, etc.). For the first time, this paper employs an algorithm-hardware co-design…”
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A Generative Framework for Predictive Modeling of Multiple Chronic Conditions Using Graph Variational Autoencoder and Bandit-Optimized Graph Neural Network by Rico, Julian Carvajal, Alaeddini, Adel, Faruqui, Syed Hasib Akhter, Fisher-Hoch, Susan P, Mccormick, Joseph B

Table of Contents: “… decoder, are then processed by a GNN using a novel Laplacian regularization technique to refine the graph…”
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Deep Transfer Learning-based Detection for Flash Memory Channels by Mei, Zhen, Cai, Kui, Shi, Long, Li, Jun, Chen, Li, Immink, Kees A. Schouhamer

Table of Contents: “…) algorithm for flash memory channel detection. It can effectively reduce the training data size from $10^6…”
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AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding by Nguyen, Nhan Duc Thanh, Phan, Huy, Geirnaert, Simon, Mikkelsen, Kaare, Kidmose, Preben

Table of Contents: “…Auditory attention decoding (AAD) is the process of identifying the attended speech in a multi…”
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Towards Flexible 3D Perception: Object-Centric Occupancy Completion Augments 3D Object Detection by Zheng, Chaoda, Wang, Feng, Wang, Naiyan, Cui, Shuguang, Li, Zhen

Table of Contents: “…-centric occupancy perception from both data and algorithm perspectives. On the data side, we construct…”
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Optimum Power Allocation for Low Rank Wi-Fi Channels: A Comparison with Deep RL Framework by Mohsin, Muhammad Ahmed, Bhattacharya, Sagnik, Rajabalifardi, Kamyar, Pote, Rohan, Cioffi, John M.

Table of Contents: “… algorithm for multi-carrier NOMA, named minPMAC, and an associated time-sharing algorithm that adaptively…”
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Upside Down Reinforcement Learning with Policy Generators by Di Ventura, Jacopo, Ashley, Dylan R., Herrmann, Vincent, Faccio, Francesco, Schmidhuber, Jürgen

Table of Contents: “… this using Hypernetworks - a variant of Fast Weight Programmers, which learn to decode input commands…”
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